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Sparse Representations and Compressive Sensing for Imaging and Vision

SBECE: SPARSE RPRSNTTNS & CMPRSSVE SNSNG FR IMGNG & VSN

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B2B & B2C

Compressed sensing or compressive sensing is a new concept in signal processing where one measures a small number of non-adaptive linear combinations of the signal.  These measurements are usually much smaller than the number of samples that define the signal.  From these small numbers of measurements, the signal is then reconstructed by non-linear procedure.  Compressed sensing has recently emerged as a powerful tool for efficiently processing data in non-traditional ways.  In this book, we highlight some of the key mathematical insights underlying sparse representation and compressed sensing and illustrate the role of these theories in classical vision, imaging and biometrics problems.

POST SECONDARY FOUR YEAR

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Duration

Duration Unit Of Measure

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Front Cover.
Other Frontmatter.
Title Page.
Copyright Page.
Dedication.
Acknowledgements.
Contents.
1: Introduction.
2: Compressive Sensing.
3: Compressive Acquisition.
4: Compressive Sensing for Vision.
5: Sparse Representation-based Object Recognition.
6: Dictionary Learning.
7: Concluding Remarks.
References.

Sparse Representations and Compressive Sensing for Imaging and Vision.css-1p8rvzy{position:absolute;padding-left:8px;}

Sparse Representations and Compressive Sensing for Imaging and Vision